{"id":"https://openalex.org/W2896608574","doi":"https://doi.org/10.1016/j.jpubeco.2018.09.002","title":"Optimal taxation and insurance using machine learning \u2014 Sufficient statistics and beyond","display_name":"Optimal taxation and insurance using machine learning \u2014 Sufficient statistics and beyond","publication_year":2018,"publication_date":"2018-10-10","ids":{"openalex":"https://openalex.org/W2896608574","doi":"https://doi.org/10.1016/j.jpubeco.2018.09.002","mag":"2896608574"},"language":"en","primary_location":{"id":"doi:10.1016/j.jpubeco.2018.09.002","doi":"https://doi.org/10.1016/j.jpubeco.2018.09.002","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jpubeco.2018.09.002","pdf_url":null,"source":{"id":"https://openalex.org/S199447588","display_name":"Journal of Public Economics","issn_l":"0047-2727","issn":["0047-2727","1879-2316"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a-star","anvur-class-a","anvur-scientific","cwts-core","erih-plus","fnege-1","jufo-3","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Public Economics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050744674","display_name":"Maximilian Kasy","orcid":"https://orcid.org/0000-0002-8679-5179","observed_orcids":["https://orcid.org/0000-0002-8679-5179"]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Maximilian Kasy","raw_affiliation_strings":["Department of Economics, Harvard University, Littauer Center 200, 1805 Cambridge Street, Cambridge, MA 02138, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Economics, Harvard University, Littauer Center 200, 1805 Cambridge Street, Cambridge, MA 02138, United States of America","institution_ids":["https://openalex.org/I136199984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5050744674"],"corresponding_institution_ids":["https://openalex.org/I136199984"],"apc_list":{"value":4510,"currency":"USD","value_usd":4510},"apc_paid":null,"fwci":4.714,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.9495666,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"167","issue":null,"first_page":"205","last_page":"219"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10391","display_name":"Healthcare Policy and Management","score":0.4733999967575073,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10391","display_name":"Healthcare Policy and Management","score":0.4733999967575073,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10845","display_name":"Advanced Causal Inference Techniques","score":0.15080000460147858,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13042","display_name":"Economic and Fiscal Studies","score":0.03970000147819519,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/optimal-taxation","display_name":"optimal taxation","score":0.9959999918937683},{"id":"https://openalex.org/keywords/optimal-insurance","display_name":"optimal insurance","score":0.8190000057220459},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.43299999833106995},{"id":"https://openalex.org/keywords/gaussian-process-priors","display_name":"Gaussian process priors","score":0.9139999747276306},{"id":"https://openalex.org/keywords/sufficient-statistics","display_name":"sufficient statistics","score":0.796999990940094},{"id":"https://openalex.org/keywords/rand-health-insurance-experiment","display_name":"RAND Health Insurance Experiment","score":0.8820000290870667},{"id":"https://openalex.org/keywords/health-care-expenditure","display_name":"health care expenditure","score":0.8859999775886536},{"id":"https://openalex.org/keywords/optimal-policy","display_name":"optimal policy","score":0.3019999861717224},{"id":"https://openalex.org/keywords/public-finance","display_name":"public finance","score":0.578000009059906},{"id":"https://openalex.org/keywords/unemployment-benefits","display_name":"unemployment benefits","score":0.4819999933242798},{"id":"https://openalex.org/keywords/class-size","display_name":"class size","score":0.5490000247955322}],"concepts":[{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.6364278793334961},{"id":"https://openalex.org/C178197554","wikidata":"https://www.wikidata.org/wiki/Q1099110","display_name":"Sufficient statistic","level":2,"score":0.6110556125640869},{"id":"https://openalex.org/C89128539","wikidata":"https://www.wikidata.org/wiki/Q1949963","display_name":"Statistic","level":2,"score":0.5215187668800354},{"id":"https://openalex.org/C2776829726","wikidata":"https://www.wikidata.org/wiki/Q1759284","display_name":"Deductible","level":2,"score":0.4998905658721924},{"id":"https://openalex.org/C2779282124","wikidata":"https://www.wikidata.org/wiki/Q7653906","display_name":"Social insurance","level":2,"score":0.49248966574668884},{"id":"https://openalex.org/C100243477","wikidata":"https://www.wikidata.org/wiki/Q12002092","display_name":"Welfare","level":2,"score":0.4407997727394104},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.43007487058639526},{"id":"https://openalex.org/C536738050","wikidata":"https://www.wikidata.org/wiki/Q3249071","display_name":"Social Welfare","level":2,"score":0.42268848419189453},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3563738465309143},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10550284385681152},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0984010398387909},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1016/j.jpubeco.2018.09.002","doi":"https://doi.org/10.1016/j.jpubeco.2018.09.002","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jpubeco.2018.09.002","pdf_url":null,"source":{"id":"https://openalex.org/S199447588","display_name":"Journal of Public Economics","issn_l":"0047-2727","issn":["0047-2727","1879-2316"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a-star","anvur-class-a","anvur-scientific","cwts-core","erih-plus","fnege-1","jufo-3","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Public Economics","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:qsh:wpaper:56221","doi":null,"is_oa":false,"landing_page_url":"http://scholar.harvard.edu/kasy/node/56221","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"preprint"},{"id":"mag:2593354055","doi":null,"is_oa":false,"landing_page_url":"https://econpapers.repec.org/RePEc:qsh:wpaper:56221","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"RePEc: Research Papers in Economics","raw_type":null},{"id":"pmh:oai:RePEc:eee:pubeco:v:167:y:2018:i:c:p:205-219","doi":null,"is_oa":false,"landing_page_url":"http://www.sciencedirect.com/science/article/pii/S0047272718301683","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"mag:3124168841","doi":null,"is_oa":false,"landing_page_url":"https://github.com/maxkasy/optimaltaxationusingML","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G5595350095","display_name":"Statistical decisions and policy choice","funder_award_id":"1354144","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1501991542","https://openalex.org/W1514143470","https://openalex.org/W1528907134","https://openalex.org/W1559593144","https://openalex.org/W1746819321","https://openalex.org/W1965999112","https://openalex.org/W2053347727","https://openalex.org/W2096694350","https://openalex.org/W2099157244","https://openalex.org/W2100930256","https://openalex.org/W2127238399","https://openalex.org/W2129462326","https://openalex.org/W2129681252","https://openalex.org/W2137467792","https://openalex.org/W2146766088","https://openalex.org/W2154656496","https://openalex.org/W2156471102","https://openalex.org/W2159903536","https://openalex.org/W2187187284","https://openalex.org/W2265679842","https://openalex.org/W2316922153","https://openalex.org/W2797056189","https://openalex.org/W2889716373","https://openalex.org/W2891089383","https://openalex.org/W3023650304","https://openalex.org/W3024062560","https://openalex.org/W3121388701","https://openalex.org/W3122807199","https://openalex.org/W3124097068","https://openalex.org/W3125149023","https://openalex.org/W4211049957","https://openalex.org/W4240884942","https://openalex.org/W4243176976"],"related_works":["https://openalex.org/W2593354055","https://openalex.org/W2103098029","https://openalex.org/W6995510197","https://openalex.org/W7098095314","https://openalex.org/W607102633","https://openalex.org/W3135081762","https://openalex.org/W7125657463","https://openalex.org/W4205572709","https://openalex.org/W7096222587","https://openalex.org/W4320560089"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2018-10-26T00:00:00"}
